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Adversarial Robustness Toolbox v0.3.0



Maria-Irina Nicolae , Mathieu Sinn , Minh Ngoc Tran , Ambrish Rawat , Martin Wistuba , Valentina Zantedeschi , Nathalie Baracaldo , Bryant Chen , Heiko Ludwig , Ian M. Molloy , Ben Edwards

* 33 pages 

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Adversarial Phenomenon in the Eyes of Bayesian Deep Learning



Ambrish Rawat , Martin Wistuba , Maria-Irina Nicolae

* 13 pages, 7 figures 

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Efficient Defenses Against Adversarial Attacks



Valentina Zantedeschi , Maria-Irina Nicolae , Ambrish Rawat

* 16 pages 

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Open-World Visual Recognition Using Knowledge Graphs



Vincent P. A. Lonij , Ambrish Rawat , Maria-Irina Nicolae


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Similarity Learning for Time Series Classification



Maria-Irina Nicolae , Éric Gaussier , Amaury Habrard , Marc Sebban

* Techreport 

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Algorithmic Robustness for Learning via $(ε, γ, τ)$-Good Similarity Functions



Maria-Irina Nicolae , Marc Sebban , Amaury Habrard , Éric Gaussier , Massih-Reza Amini

* ICLR 2015 Workshop - accepted 

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